Chengxuan Xia

Research
projects, papers, ideas

Selected Research Papers

  • Parallelism Meets Adaptiveness: Scalable Document Understanding in Multi-Agent LLM Systems
    Accepted at AAAI 2026 Workshop on Multi-Agent Path Finding (WoMAPF)
    [View Paper]
  • Towards Efficient Quantity Retrieval from Text: An Approach via Description Parsing and Weak Supervision
    Accepted at DEXA 2025
    [View Paper]
  • Evaluating Modern Large Language Models on Low-Resource and Morphologically Rich Languages: A Cross-Lingual Benchmark Across Cantonese, Japanese, and Turkish
    [View Paper]
  • AI-Driven Sentiment Analytics: Unlocking Business Value in the E-Commerce Landscape
    [View Paper]

📚 See all publications on my Google Scholar profile.

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